A pumper of the Tokyo Fire Department responding out of the Kanda Fire Station to a medical call (recognisable by the fact that they put on those blue jackets). You can hear PA annoucements to the other drivers. This is very common in Japan, the purpose is to let the people know how they have to react and which way the emergency vehicle is going to take.